Overview

Dataset statistics

Number of variables25
Number of observations43170
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.2 MiB
Average record size in memory200.0 B

Variable types

DateTime1
Categorical6
Numeric18

Alerts

Warning 1 is highly correlated with Error 1High correlation
Warning 2 is highly correlated with Error 2High correlation
Error 1 is highly correlated with Warning 1High correlation
Error 2 is highly correlated with Warning 2High correlation
Max cell voltage is highly correlated with Min cell voltage and 8 other fieldsHigh correlation
Min cell voltage is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Average cell voltage is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Pack voltage is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Discharge current is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Max battery temperature is highly correlated with Min battery temperature and 4 other fieldsHigh correlation
Min battery temperature is highly correlated with Max battery temperature and 4 other fieldsHigh correlation
Average battery temperature is highly correlated with Max battery temperature and 4 other fieldsHigh correlation
Max board temperature is highly correlated with Max battery temperature and 4 other fieldsHigh correlation
Min board temperature is highly correlated with Max battery temperature and 4 other fieldsHigh correlation
Average board temperature is highly correlated with Max battery temperature and 4 other fieldsHigh correlation
Remaining capacity is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
SoC is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
GO detail is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Control detail 1 is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Max charge current is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Warning 1 is highly correlated with Error 1High correlation
Warning 2 is highly correlated with Error 2High correlation
Error 1 is highly correlated with Warning 1High correlation
Error 2 is highly correlated with Warning 2High correlation
Max cell voltage is highly correlated with Min cell voltage and 7 other fieldsHigh correlation
Min cell voltage is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Average cell voltage is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Pack voltage is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Max battery temperature is highly correlated with Min battery temperature and 1 other fieldsHigh correlation
Min battery temperature is highly correlated with Max battery temperature and 1 other fieldsHigh correlation
Average battery temperature is highly correlated with Max battery temperature and 1 other fieldsHigh correlation
Max board temperature is highly correlated with Min board temperature and 1 other fieldsHigh correlation
Min board temperature is highly correlated with Max board temperature and 1 other fieldsHigh correlation
Average board temperature is highly correlated with Max board temperature and 1 other fieldsHigh correlation
Remaining capacity is highly correlated with Max cell voltage and 5 other fieldsHigh correlation
SoC is highly correlated with Max cell voltage and 5 other fieldsHigh correlation
GO detail is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Control detail 1 is highly correlated with Max cell voltage and 5 other fieldsHigh correlation
Max charge current is highly correlated with Max cell voltage and 5 other fieldsHigh correlation
Warning 1 is highly correlated with Error 1High correlation
Warning 2 is highly correlated with Error 2High correlation
Error 1 is highly correlated with Warning 1High correlation
Error 2 is highly correlated with Warning 2High correlation
Max cell voltage is highly correlated with Min cell voltage and 8 other fieldsHigh correlation
Min cell voltage is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Average cell voltage is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Pack voltage is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Discharge current is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Max battery temperature is highly correlated with Min battery temperature and 1 other fieldsHigh correlation
Min battery temperature is highly correlated with Max battery temperature and 1 other fieldsHigh correlation
Average battery temperature is highly correlated with Max battery temperature and 1 other fieldsHigh correlation
Max board temperature is highly correlated with Min board temperature and 1 other fieldsHigh correlation
Min board temperature is highly correlated with Max board temperature and 1 other fieldsHigh correlation
Average board temperature is highly correlated with Max board temperature and 1 other fieldsHigh correlation
Remaining capacity is highly correlated with Max cell voltage and 6 other fieldsHigh correlation
SoC is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
GO detail is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Control detail 1 is highly correlated with Max cell voltage and 3 other fieldsHigh correlation
Max charge current is highly correlated with Max cell voltage and 6 other fieldsHigh correlation
Warning 1 is highly correlated with Error 1High correlation
Warning 2 is highly correlated with Error 2High correlation
Error 2 is highly correlated with Warning 2High correlation
Error 1 is highly correlated with Warning 1High correlation
Warning 1 is highly correlated with Error 1 and 5 other fieldsHigh correlation
Warning 2 is highly correlated with Error 2High correlation
Error 1 is highly correlated with Warning 1 and 5 other fieldsHigh correlation
Error 2 is highly correlated with Warning 2High correlation
Max cell voltage is highly correlated with Warning 1 and 14 other fieldsHigh correlation
Min cell voltage is highly correlated with Warning 1 and 13 other fieldsHigh correlation
Average cell voltage is highly correlated with Warning 1 and 17 other fieldsHigh correlation
Pack voltage is highly correlated with Warning 1 and 17 other fieldsHigh correlation
Charge current is highly correlated with Average cell voltage and 3 other fieldsHigh correlation
Discharge current is highly correlated with Max cell voltage and 3 other fieldsHigh correlation
Max battery temperature is highly correlated with Max cell voltage and 8 other fieldsHigh correlation
Min battery temperature is highly correlated with Average cell voltage and 6 other fieldsHigh correlation
Average battery temperature is highly correlated with Average cell voltage and 7 other fieldsHigh correlation
Max board temperature is highly correlated with Max cell voltage and 9 other fieldsHigh correlation
Min board temperature is highly correlated with Max cell voltage and 9 other fieldsHigh correlation
Average board temperature is highly correlated with Max cell voltage and 9 other fieldsHigh correlation
Remaining capacity is highly correlated with Max cell voltage and 6 other fieldsHigh correlation
Full Charge Capacity is highly correlated with Max battery temperature and 1 other fieldsHigh correlation
SoC is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
GO detail is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Control detail 1 is highly correlated with Max cell voltage and 7 other fieldsHigh correlation
Max charge current is highly correlated with Warning 1 and 13 other fieldsHigh correlation
time has unique values Unique
Charge current has 41211 (95.5%) zeros Zeros
Discharge current has 29772 (69.0%) zeros Zeros

Reproduction

Analysis started2022-06-23 07:35:24.176752
Analysis finished2022-06-23 07:37:06.262133
Duration1 minute and 42.09 seconds
Software versionpandas-profiling v3.2.0
Download configurationconfig.json

Variables

time
Date

UNIQUE

Distinct43170
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size337.4 KiB
Minimum2022-04-27 00:00:02
Maximum2022-05-26 23:59:02
Histogram with fixed size bins (bins=50)

Warning 1
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size337.4 KiB
0
40378 
40
 
1667
32
 
945
8
 
180

Length

Max length2
Median length1
Mean length1.06050498
Min length1

Characters and Unicode

Total characters45782
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row32
2nd row32
3rd row32
4th row0
5th row0

Common Values

ValueCountFrequency (%)
040378
93.5%
401667
 
3.9%
32945
 
2.2%
8180
 
0.4%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
040378
93.5%
401667
 
3.9%
32945
 
2.2%
8180
 
0.4%

Most occurring characters

ValueCountFrequency (%)
042045
91.8%
41667
 
3.6%
3945
 
2.1%
2945
 
2.1%
8180
 
0.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number45782
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
042045
91.8%
41667
 
3.6%
3945
 
2.1%
2945
 
2.1%
8180
 
0.4%

Most occurring scripts

ValueCountFrequency (%)
Common45782
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
042045
91.8%
41667
 
3.6%
3945
 
2.1%
2945
 
2.1%
8180
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII45782
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
042045
91.8%
41667
 
3.6%
3945
 
2.1%
2945
 
2.1%
8180
 
0.4%

Warning 2
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size337.4 KiB
0
43167 
32
 
2
128
 
1

Length

Max length3
Median length1
Mean length1.000092657
Min length1

Characters and Unicode

Total characters43174
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
043167
> 99.9%
322
 
< 0.1%
1281
 
< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
043167
> 99.9%
322
 
< 0.1%
1281
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
043167
> 99.9%
23
 
< 0.1%
32
 
< 0.1%
11
 
< 0.1%
81
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number43174
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
043167
> 99.9%
23
 
< 0.1%
32
 
< 0.1%
11
 
< 0.1%
81
 
< 0.1%

Most occurring scripts

ValueCountFrequency (%)
Common43174
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
043167
> 99.9%
23
 
< 0.1%
32
 
< 0.1%
11
 
< 0.1%
81
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII43174
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
043167
> 99.9%
23
 
< 0.1%
32
 
< 0.1%
11
 
< 0.1%
81
 
< 0.1%

Warning 3
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size337.4 KiB
0
43168 
64
 
2

Length

Max length2
Median length1
Mean length1.000046328
Min length1

Characters and Unicode

Total characters43172
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
043168
> 99.9%
642
 
< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
043168
> 99.9%
642
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
043168
> 99.9%
62
 
< 0.1%
42
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number43172
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
043168
> 99.9%
62
 
< 0.1%
42
 
< 0.1%

Most occurring scripts

ValueCountFrequency (%)
Common43172
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
043168
> 99.9%
62
 
< 0.1%
42
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII43172
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
043168
> 99.9%
62
 
< 0.1%
42
 
< 0.1%

Error 1
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size337.4 KiB
0
40432 
40
 
1640
32
 
913
8
 
185

Length

Max length2
Median length1
Mean length1.05913829
Min length1

Characters and Unicode

Total characters45723
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row32
2nd row32
3rd row32
4th row0
5th row0

Common Values

ValueCountFrequency (%)
040432
93.7%
401640
 
3.8%
32913
 
2.1%
8185
 
0.4%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
040432
93.7%
401640
 
3.8%
32913
 
2.1%
8185
 
0.4%

Most occurring characters

ValueCountFrequency (%)
042072
92.0%
41640
 
3.6%
3913
 
2.0%
2913
 
2.0%
8185
 
0.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number45723
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
042072
92.0%
41640
 
3.6%
3913
 
2.0%
2913
 
2.0%
8185
 
0.4%

Most occurring scripts

ValueCountFrequency (%)
Common45723
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
042072
92.0%
41640
 
3.6%
3913
 
2.0%
2913
 
2.0%
8185
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII45723
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
042072
92.0%
41640
 
3.6%
3913
 
2.0%
2913
 
2.0%
8185
 
0.4%

Error 2
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size337.4 KiB
0
43169 
128
 
1

Length

Max length3
Median length1
Mean length1.000046328
Min length1

Characters and Unicode

Total characters43172
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
043169
> 99.9%
1281
 
< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
043169
> 99.9%
1281
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
043169
> 99.9%
11
 
< 0.1%
21
 
< 0.1%
81
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number43172
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
043169
> 99.9%
11
 
< 0.1%
21
 
< 0.1%
81
 
< 0.1%

Most occurring scripts

ValueCountFrequency (%)
Common43172
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
043169
> 99.9%
11
 
< 0.1%
21
 
< 0.1%
81
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII43172
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
043169
> 99.9%
11
 
< 0.1%
21
 
< 0.1%
81
 
< 0.1%

Max cell voltage
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct386
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3464.377253
Minimum3213
Maximum3930
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum3213
5-th percentile3298
Q13331
median3509
Q33537
95-th percentile3589
Maximum3930
Range717
Interquartile range (IQR)206

Descriptive statistics

Standard deviation108.6341052
Coefficient of variation (CV)0.03135746983
Kurtosis-0.7429460422
Mean3464.377253
Median Absolute Deviation (MAD)48
Skewness-0.2039105944
Sum149557166
Variance11801.36881
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
33281898
 
4.4%
33311669
 
3.9%
33301048
 
2.4%
3503785
 
1.8%
3512780
 
1.8%
3506764
 
1.8%
3327762
 
1.8%
3504734
 
1.7%
3325731
 
1.7%
3522723
 
1.7%
Other values (376)33276
77.1%
ValueCountFrequency (%)
32131
 
< 0.1%
32151
 
< 0.1%
32163
 
< 0.1%
32183
 
< 0.1%
32192
 
< 0.1%
32215
< 0.1%
32223
 
< 0.1%
32244
 
< 0.1%
32252
 
< 0.1%
322712
< 0.1%
ValueCountFrequency (%)
39301
< 0.1%
38961
< 0.1%
38591
< 0.1%
38391
< 0.1%
38241
< 0.1%
38092
< 0.1%
38061
< 0.1%
38042
< 0.1%
38032
< 0.1%
38002
< 0.1%

Min cell voltage
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct525
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3415.209382
Minimum2918
Maximum3772
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum2918
5-th percentile3280
Q13328
median3412
Q33500
95-th percentile3542
Maximum3772
Range854
Interquartile range (IQR)172

Descriptive statistics

Standard deviation106.720192
Coefficient of variation (CV)0.03124850635
Kurtosis1.132723199
Mean3415.209382
Median Absolute Deviation (MAD)84
Skewness-0.2670320684
Sum147434589
Variance11389.19939
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
33251737
 
4.0%
33281511
 
3.5%
3330967
 
2.2%
3324810
 
1.9%
3327711
 
1.6%
3483615
 
1.4%
3481608
 
1.4%
3486563
 
1.3%
3489561
 
1.3%
3322539
 
1.2%
Other values (515)34548
80.0%
ValueCountFrequency (%)
29181
< 0.1%
29301
< 0.1%
29311
< 0.1%
29371
< 0.1%
29431
< 0.1%
29531
< 0.1%
29541
< 0.1%
29561
< 0.1%
29601
< 0.1%
29652
< 0.1%
ValueCountFrequency (%)
37721
 
< 0.1%
37711
 
< 0.1%
37691
 
< 0.1%
37652
< 0.1%
37631
 
< 0.1%
37621
 
< 0.1%
37592
< 0.1%
37573
< 0.1%
37561
 
< 0.1%
37542
< 0.1%

Average cell voltage
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct603
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3448.902455
Minimum3138
Maximum3789
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum3138
5-th percentile3288
Q13329
median3499
Q33527
95-th percentile3570
Maximum3789
Range651
Interquartile range (IQR)198

Descriptive statistics

Standard deviation108.12366
Coefficient of variation (CV)0.03135016469
Kurtosis-0.6756157625
Mean3448.902455
Median Absolute Deviation (MAD)56
Skewness-0.143811057
Sum148889119
Variance11690.72585
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
33261104
 
2.6%
33291091
 
2.5%
3330964
 
2.2%
3327948
 
2.2%
3325653
 
1.5%
3324542
 
1.3%
3328530
 
1.2%
3502443
 
1.0%
3496439
 
1.0%
3499438
 
1.0%
Other values (593)36018
83.4%
ValueCountFrequency (%)
31381
 
< 0.1%
31471
 
< 0.1%
31531
 
< 0.1%
31562
 
< 0.1%
31585
< 0.1%
31613
< 0.1%
31632
 
< 0.1%
31642
 
< 0.1%
31654
< 0.1%
31673
< 0.1%
ValueCountFrequency (%)
37891
 
< 0.1%
37881
 
< 0.1%
37851
 
< 0.1%
37831
 
< 0.1%
37811
 
< 0.1%
37801
 
< 0.1%
37791
 
< 0.1%
37782
< 0.1%
37753
< 0.1%
37724
< 0.1%

Pack voltage
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct8948
Distinct (%)20.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean89695.5467
Minimum81607
Maximum98540
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum81607
5-th percentile85503
Q186594
median90990
Q391728
95-th percentile92834
Maximum98540
Range16933
Interquartile range (IQR)5134

Descriptive statistics

Standard deviation2804.764236
Coefficient of variation (CV)0.03126982708
Kurtosis-0.6794677297
Mean89695.5467
Median Absolute Deviation (MAD)1455
Skewness-0.1390455994
Sum3872156751
Variance7866702.417
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
86606326
 
0.8%
86607254
 
0.6%
86530128
 
0.3%
86608116
 
0.3%
86531101
 
0.2%
8652999
 
0.2%
8653283
 
0.2%
8656980
 
0.2%
8652079
 
0.2%
8659479
 
0.2%
Other values (8938)41825
96.9%
ValueCountFrequency (%)
816071
< 0.1%
817661
< 0.1%
819491
< 0.1%
820351
< 0.1%
821581
< 0.1%
821591
< 0.1%
822061
< 0.1%
822381
< 0.1%
822781
< 0.1%
822921
< 0.1%
ValueCountFrequency (%)
985401
< 0.1%
985091
< 0.1%
984441
< 0.1%
983801
< 0.1%
983261
< 0.1%
983071
< 0.1%
982671
< 0.1%
982521
< 0.1%
982291
< 0.1%
981881
< 0.1%

Charge current
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct1430
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4612.508316
Minimum0
Maximum226320
Zeros41211
Zeros (%)95.5%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum226320
Range226320
Interquartile range (IQR)0

Descriptive statistics

Standard deviation23877.72803
Coefficient of variation (CV)5.176733872
Kurtosis31.34543263
Mean4612.508316
Median Absolute Deviation (MAD)0
Skewness5.530889943
Sum199121984
Variance570145896.1
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
041211
95.5%
16038
 
0.1%
10926411
 
< 0.1%
992169
 
< 0.1%
1929
 
< 0.1%
1933928
 
< 0.1%
1934248
 
< 0.1%
1128
 
< 0.1%
1076008
 
< 0.1%
942568
 
< 0.1%
Other values (1420)1852
 
4.3%
ValueCountFrequency (%)
041211
95.5%
801
 
< 0.1%
1128
 
< 0.1%
1441
 
< 0.1%
16038
 
0.1%
1929
 
< 0.1%
2083
 
< 0.1%
2244
 
< 0.1%
2402
 
< 0.1%
2721
 
< 0.1%
ValueCountFrequency (%)
2263201
< 0.1%
2261921
< 0.1%
2260641
< 0.1%
2258722
< 0.1%
2256641
< 0.1%
2256321
< 0.1%
2255362
< 0.1%
2255041
< 0.1%
2254241
< 0.1%
2251361
< 0.1%

Discharge current
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct1784
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4496.163447
Minimum0
Maximum406208
Zeros29772
Zeros (%)69.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3128
95-th percentile5776
Maximum406208
Range406208
Interquartile range (IQR)128

Descriptive statistics

Standard deviation26079.60614
Coefficient of variation (CV)5.800413273
Kurtosis57.29440318
Mean4496.163447
Median Absolute Deviation (MAD)0
Skewness7.289705638
Sum194099376
Variance680145856.3
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
029772
69.0%
1441673
 
3.9%
1281617
 
3.7%
656929
 
2.2%
96660
 
1.5%
1104626
 
1.5%
1056463
 
1.1%
624458
 
1.1%
176435
 
1.0%
704395
 
0.9%
Other values (1774)6142
 
14.2%
ValueCountFrequency (%)
029772
69.0%
80333
 
0.8%
96660
 
1.5%
1281617
 
3.7%
1441673
 
3.9%
160118
 
0.3%
176435
 
1.0%
20841
 
0.1%
224262
 
0.6%
2401
 
< 0.1%
ValueCountFrequency (%)
4062081
< 0.1%
4036321
< 0.1%
3834561
< 0.1%
3575041
< 0.1%
3513921
< 0.1%
3463681
< 0.1%
3430401
< 0.1%
3337921
< 0.1%
3236161
< 0.1%
3041121
< 0.1%

Max battery temperature
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct181
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.51864026
Minimum17.7
Maximum35.7
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum17.7
5-th percentile18.8
Q121.7
median24.8
Q326.7
95-th percentile30.4
Maximum35.7
Range18
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.412665085
Coefficient of variation (CV)0.1391865556
Kurtosis-0.3402981925
Mean24.51864026
Median Absolute Deviation (MAD)2.3
Skewness0.1144762825
Sum1058469.7
Variance11.64628299
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
25.11046
 
2.4%
25.5955
 
2.2%
24.1922
 
2.1%
25.6890
 
2.1%
24.6821
 
1.9%
28.1765
 
1.8%
24.7708
 
1.6%
25.7703
 
1.6%
25.2702
 
1.6%
24.8699
 
1.6%
Other values (171)34959
81.0%
ValueCountFrequency (%)
17.786
 
0.2%
17.8136
0.3%
17.9152
0.4%
1881
 
0.2%
18.154
 
0.1%
18.2138
0.3%
18.3273
0.6%
18.4296
0.7%
18.5191
0.4%
18.6197
0.5%
ValueCountFrequency (%)
35.74
 
< 0.1%
35.68
 
< 0.1%
35.511
< 0.1%
35.45
 
< 0.1%
35.322
0.1%
35.210
< 0.1%
35.122
0.1%
358
 
< 0.1%
34.92
 
< 0.1%
34.810
< 0.1%

Min battery temperature
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct170
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.2271369
Minimum15.9
Maximum32.8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum15.9
5-th percentile17.4
Q120.3
median23.7
Q325.6
95-th percentile28.6
Maximum32.8
Range16.9
Interquartile range (IQR)5.3

Descriptive statistics

Standard deviation3.398519991
Coefficient of variation (CV)0.1463167848
Kurtosis-0.6123840958
Mean23.2271369
Median Absolute Deviation (MAD)2.5
Skewness-0.07949147698
Sum1002715.5
Variance11.54993813
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19.81044
 
2.4%
23.5902
 
2.1%
24.2901
 
2.1%
23.4827
 
1.9%
24.4825
 
1.9%
24800
 
1.9%
23.8776
 
1.8%
24.3748
 
1.7%
22.7645
 
1.5%
23.9644
 
1.5%
Other values (160)35058
81.2%
ValueCountFrequency (%)
15.986
 
0.2%
16212
0.5%
16.129
 
0.1%
16.251
 
0.1%
16.322
 
0.1%
16.435
 
0.1%
16.516
 
< 0.1%
16.657
 
0.1%
16.738
 
0.1%
16.8258
0.6%
ValueCountFrequency (%)
32.821
< 0.1%
32.718
< 0.1%
32.615
< 0.1%
32.514
< 0.1%
32.417
< 0.1%
32.312
< 0.1%
32.213
< 0.1%
32.111
< 0.1%
3214
< 0.1%
31.913
< 0.1%

Average battery temperature
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct177
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.82553162
Minimum16.7
Maximum34.3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum16.7
5-th percentile18
Q121
median24.2
Q326.1
95-th percentile29.5
Maximum34.3
Range17.6
Interquartile range (IQR)5.1

Descriptive statistics

Standard deviation3.410682885
Coefficient of variation (CV)0.1431524358
Kurtosis-0.4967938851
Mean23.82553162
Median Absolute Deviation (MAD)2.4
Skewness0.01070210886
Sum1028548.2
Variance11.63275774
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
24.6971
 
2.2%
24.5882
 
2.0%
20.4837
 
1.9%
24.4789
 
1.8%
24.8759
 
1.8%
24.3679
 
1.6%
20.5667
 
1.5%
23.9656
 
1.5%
24.9613
 
1.4%
24605
 
1.4%
Other values (167)35712
82.7%
ValueCountFrequency (%)
16.712
 
< 0.1%
16.8241
0.6%
16.971
 
0.2%
1762
 
0.1%
17.132
 
0.1%
17.242
 
0.1%
17.349
 
0.1%
17.4156
0.4%
17.5274
0.6%
17.6208
0.5%
ValueCountFrequency (%)
34.31
 
< 0.1%
34.212
< 0.1%
34.115
< 0.1%
3419
< 0.1%
33.910
< 0.1%
33.812
< 0.1%
33.717
< 0.1%
33.610
< 0.1%
33.510
< 0.1%
33.411
< 0.1%

Max board temperature
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct401
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.40906648
Minimum22.5
Maximum63.9
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum22.5
5-th percentile24.5
Q128.7
median31.2
Q344.1
95-th percentile51.7
Maximum63.9
Range41.4
Interquartile range (IQR)15.4

Descriptive statistics

Standard deviation9.213743605
Coefficient of variation (CV)0.2602085997
Kurtosis-0.7849704468
Mean35.40906648
Median Absolute Deviation (MAD)4.4
Skewness0.7253109971
Sum1528609.4
Variance84.89307122
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
26.9798
 
1.8%
30719
 
1.7%
30.7606
 
1.4%
30.9605
 
1.4%
30.5528
 
1.2%
31527
 
1.2%
30.8507
 
1.2%
29.8499
 
1.2%
29.9499
 
1.2%
30.6497
 
1.2%
Other values (391)37385
86.6%
ValueCountFrequency (%)
22.524
 
0.1%
22.636
 
0.1%
22.730
 
0.1%
22.818
 
< 0.1%
22.946
 
0.1%
23136
0.3%
23.154
 
0.1%
23.2109
0.3%
23.385
0.2%
23.479
0.2%
ValueCountFrequency (%)
63.91
 
< 0.1%
63.62
< 0.1%
63.41
 
< 0.1%
63.12
< 0.1%
62.93
< 0.1%
62.81
 
< 0.1%
62.21
 
< 0.1%
62.11
 
< 0.1%
621
 
< 0.1%
61.92
< 0.1%

Min board temperature
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct348
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.07386148
Minimum21.5
Maximum56.8
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum21.5
5-th percentile23.5
Q128
median30.5
Q337.6
95-th percentile48.5
Maximum56.8
Range35.3
Interquartile range (IQR)9.6

Descriptive statistics

Standard deviation7.532546207
Coefficient of variation (CV)0.2277492216
Kurtosis-0.2502792549
Mean33.07386148
Median Absolute Deviation (MAD)3.8
Skewness0.8647100361
Sum1427798.6
Variance56.73925236
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
29.7790
 
1.8%
29.8691
 
1.6%
29600
 
1.4%
26566
 
1.3%
29.1560
 
1.3%
28.8555
 
1.3%
29.3549
 
1.3%
28.2508
 
1.2%
29.4504
 
1.2%
29.6501
 
1.2%
Other values (338)37346
86.5%
ValueCountFrequency (%)
21.528
 
0.1%
21.638
 
0.1%
21.728
 
0.1%
21.821
 
< 0.1%
21.923
 
0.1%
22101
0.2%
22.1129
0.3%
22.2103
0.2%
22.391
0.2%
22.491
0.2%
ValueCountFrequency (%)
56.81
 
< 0.1%
56.73
< 0.1%
56.63
< 0.1%
56.51
 
< 0.1%
56.43
< 0.1%
56.33
< 0.1%
56.23
< 0.1%
56.14
< 0.1%
565
< 0.1%
55.94
< 0.1%

Average board temperature
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct360
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean34.24152652
Minimum22
Maximum58.4
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum22
5-th percentile24
Q128.4
median30.9
Q340.9
95-th percentile49.9
Maximum58.4
Range36.4
Interquartile range (IQR)12.5

Descriptive statistics

Standard deviation8.284657209
Coefficient of variation (CV)0.2419476598
Kurtosis-0.6225714511
Mean34.24152652
Median Absolute Deviation (MAD)4.3
Skewness0.7570066567
Sum1478206.7
Variance68.63554508
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
30.3640
 
1.5%
30.4629
 
1.5%
30.2615
 
1.4%
29.6537
 
1.2%
29.7529
 
1.2%
29.5520
 
1.2%
29.9513
 
1.2%
30.1505
 
1.2%
29.8504
 
1.2%
26.4489
 
1.1%
Other values (350)37689
87.3%
ValueCountFrequency (%)
2228
 
0.1%
22.135
 
0.1%
22.228
 
0.1%
22.321
 
< 0.1%
22.418
 
< 0.1%
22.5112
0.3%
22.6112
0.3%
22.799
0.2%
22.8102
0.2%
22.987
0.2%
ValueCountFrequency (%)
58.41
 
< 0.1%
58.32
 
< 0.1%
58.21
 
< 0.1%
58.16
< 0.1%
584
 
< 0.1%
57.95
< 0.1%
57.810
< 0.1%
57.75
< 0.1%
57.65
< 0.1%
57.56
< 0.1%

Remaining capacity
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct5907
Distinct (%)13.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean388537.2816
Minimum175792
Maximum404640
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum175792
5-th percentile310631.2
Q1393232
median404320
Q3404512
95-th percentile404608
Maximum404640
Range228848
Interquartile range (IQR)11280

Descriptive statistics

Standard deviation34944.16374
Coefficient of variation (CV)0.08993773672
Kurtosis9.814629776
Mean388537.2816
Median Absolute Deviation (MAD)288
Skewness-3.02035745
Sum1.677315445 × 1010
Variance1221094580
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4045922273
 
5.3%
4045122211
 
5.1%
4044962201
 
5.1%
4044481891
 
4.4%
4044641805
 
4.2%
4045281749
 
4.1%
4046081221
 
2.8%
4045441097
 
2.5%
4046401075
 
2.5%
404560869
 
2.0%
Other values (5897)26778
62.0%
ValueCountFrequency (%)
1757921
< 0.1%
1759041
< 0.1%
1770081
< 0.1%
1772641
< 0.1%
1789121
< 0.1%
1799361
< 0.1%
1802721
< 0.1%
1814241
< 0.1%
1816001
< 0.1%
1822401
< 0.1%
ValueCountFrequency (%)
4046401075
2.5%
404624642
 
1.5%
4046081221
2.8%
4045922273
5.3%
404576843
 
2.0%
404560869
 
2.0%
4045441097
2.5%
4045281749
4.1%
4045122211
5.1%
4044962201
5.1%

Full Charge Capacity
Real number (ℝ≥0)

HIGH CORRELATION

Distinct50
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean404446.9971
Minimum403104
Maximum404720
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum403104
5-th percentile404224
Q1404400
median404496
Q3404576
95-th percentile404640
Maximum404720
Range1616
Interquartile range (IQR)176

Descriptive statistics

Standard deviation255.6188455
Coefficient of variation (CV)0.000632020629
Kurtosis15.13532067
Mean404446.9971
Median Absolute Deviation (MAD)80
Skewness-3.678327007
Sum1.745997686 × 1010
Variance65340.99418
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4045283353
 
7.8%
4044963015
 
7.0%
4045922968
 
6.9%
4044642699
 
6.3%
4045122680
 
6.2%
4045442421
 
5.6%
4046082258
 
5.2%
4044482165
 
5.0%
4043521951
 
4.5%
4046241452
 
3.4%
Other values (40)18208
42.2%
ValueCountFrequency (%)
40310498
 
0.2%
403120107
 
0.2%
4031521
 
< 0.1%
403168229
0.5%
40318461
 
0.1%
40321625
 
0.1%
403232387
0.9%
40324839
 
0.1%
403264156
0.4%
403280182
0.4%
ValueCountFrequency (%)
404720151
 
0.3%
404704790
 
1.8%
404688299
 
0.7%
404672372
 
0.9%
404656485
 
1.1%
4046401307
3.0%
4046241452
3.4%
4046082258
5.2%
4045922968
6.9%
4045761382
3.2%

SoC
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct58
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean95.79784573
Minimum43
Maximum100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum43
5-th percentile76
Q197
median100
Q3100
95-th percentile100
Maximum100
Range57
Interquartile range (IQR)3

Descriptive statistics

Standard deviation8.744629734
Coefficient of variation (CV)0.09128211253
Kurtosis9.517386753
Mean95.79784573
Median Absolute Deviation (MAD)0
Skewness-2.97013834
Sum4135593
Variance76.46854918
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10022958
53.2%
995304
 
12.3%
982362
 
5.5%
971973
 
4.6%
951025
 
2.4%
941021
 
2.4%
96789
 
1.8%
90641
 
1.5%
85576
 
1.3%
92491
 
1.1%
Other values (48)6030
 
14.0%
ValueCountFrequency (%)
434
 
< 0.1%
445
 
< 0.1%
4510
 
< 0.1%
4611
 
< 0.1%
4764
0.1%
4836
0.1%
4929
0.1%
5037
0.1%
5119
 
< 0.1%
5254
0.1%
ValueCountFrequency (%)
10022958
53.2%
995304
 
12.3%
982362
 
5.5%
971973
 
4.6%
96789
 
1.8%
951025
 
2.4%
941021
 
2.4%
93424
 
1.0%
92491
 
1.1%
91260
 
0.6%

GO detail
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.60433171
Minimum16
Maximum23
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum16
5-th percentile16
Q116
median16
Q321
95-th percentile21
Maximum23
Range7
Interquartile range (IQR)5

Descriptive statistics

Standard deviation2.269862486
Coefficient of variation (CV)0.1289377253
Kurtosis-1.327263571
Mean17.60433171
Median Absolute Deviation (MAD)0
Skewness0.7798589282
Sum759979
Variance5.152275706
MonotonicityNot monotonic
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1628036
64.9%
2112988
30.1%
182125
 
4.9%
199
 
< 0.1%
177
 
< 0.1%
235
 
< 0.1%
ValueCountFrequency (%)
1628036
64.9%
177
 
< 0.1%
182125
 
4.9%
199
 
< 0.1%
2112988
30.1%
235
 
< 0.1%
ValueCountFrequency (%)
235
 
< 0.1%
2112988
30.1%
199
 
< 0.1%
182125
 
4.9%
177
 
< 0.1%
1628036
64.9%

Control detail 1
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct7
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean193.3078527
Minimum0
Maximum225
Zeros51
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum0
5-th percentile130
Q1130
median224
Q3224
95-th percentile224
Maximum225
Range225
Interquartile range (IQR)94

Descriptive statistics

Standard deviation44.47171552
Coefficient of variation (CV)0.2300564354
Kurtosis-1.102077979
Mean193.3078527
Median Absolute Deviation (MAD)0
Skewness-0.8042510032
Sum8345100
Variance1977.733481
MonotonicityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
22426966
62.5%
13012980
30.1%
2252134
 
4.9%
1321024
 
2.4%
051
 
0.1%
13413
 
< 0.1%
1282
 
< 0.1%
ValueCountFrequency (%)
051
 
0.1%
1282
 
< 0.1%
13012980
30.1%
1321024
 
2.4%
13413
 
< 0.1%
22426966
62.5%
2252134
 
4.9%
ValueCountFrequency (%)
2252134
 
4.9%
22426966
62.5%
13413
 
< 0.1%
1321024
 
2.4%
13012980
30.1%
1282
 
< 0.1%
051
 
0.1%

Control detail 2
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size337.4 KiB
0
43125 
1
 
45

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters43170
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
043125
99.9%
145
 
0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
043125
99.9%
145
 
0.1%

Most occurring characters

ValueCountFrequency (%)
043125
99.9%
145
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number43170
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
043125
99.9%
145
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common43170
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
043125
99.9%
145
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII43170
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
043125
99.9%
145
 
0.1%

Max charge current
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct145
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean176.0875376
Minimum36
Maximum320
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size337.4 KiB

Quantile statistics

Minimum36
5-th percentile45
Q188
median112
Q3320
95-th percentile320
Maximum320
Range284
Interquartile range (IQR)232

Descriptive statistics

Standard deviation112.136599
Coefficient of variation (CV)0.6368230285
Kurtosis-1.672191303
Mean176.0875376
Median Absolute Deviation (MAD)43
Skewness0.4207447687
Sum7601699
Variance12574.61684
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
32015614
36.2%
361714
 
4.0%
1141352
 
3.1%
1091304
 
3.0%
1041184
 
2.7%
991065
 
2.5%
117766
 
1.8%
116741
 
1.7%
101732
 
1.7%
112719
 
1.7%
Other values (135)17979
41.6%
ValueCountFrequency (%)
361714
4.0%
3757
 
0.1%
3953
 
0.1%
4057
 
0.1%
4167
 
0.2%
4288
 
0.2%
4486
 
0.2%
4581
 
0.2%
46106
 
0.2%
47105
 
0.2%
ValueCountFrequency (%)
32015614
36.2%
31639
 
0.1%
30828
 
0.1%
30437
 
0.1%
29633
 
0.1%
29233
 
0.1%
2882
 
< 0.1%
28434
 
0.1%
28033
 
0.1%
27232
 
0.1%

Interactions

Correlations

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

timeWarning 1Warning 2Warning 3Error 1Error 2Max cell voltageMin cell voltageAverage cell voltagePack voltageCharge currentDischarge currentMax battery temperatureMin battery temperatureAverage battery temperatureMax board temperatureMin board temperatureAverage board temperatureRemaining capacityFull Charge CapacitySoCGO detailControl detail 1Control detail 2Max charge current
02022-04-30 00:00:023200320357733693543921360022.120.721.343.834.138.940457640457610016224055
12022-04-30 00:01:023200320357533693542921030022.220.721.344.234.139.140457640457610016224055
22022-04-30 00:02:023200320357533713541920890022.120.721.343.834.138.940457640457610016224057
32022-04-30 00:03:0200000357433693540920650022.120.721.343.734.138.940457640457610016224057
42022-04-30 00:04:0200000357233713540920460022.120.721.343.934.139.040457640457610016224059
52022-04-30 00:05:0200000357133693539920350022.120.721.343.834.138.940457640457610016224059
62022-04-30 00:06:0200000357133693538920210022.120.721.343.134.138.640457640457610016224060
72022-04-30 00:07:0200000356833693537920100022.120.721.343.734.138.940457640457610016224062
82022-04-30 00:08:0200000356933693537919790022.120.721.343.434.138.740457640457610016224062
92022-04-30 00:09:0200000356633693536919690022.120.621.343.934.139.040457640457610016224064

Last rows

timeWarning 1Warning 2Warning 3Error 1Error 2Max cell voltageMin cell voltageAverage cell voltagePack voltageCharge currentDischarge currentMax battery temperatureMin battery temperatureAverage battery temperatureMax board temperatureMin board temperatureAverage board temperatureRemaining capacityFull Charge CapacitySoCGO detailControl detail 1Control detail 2Max charge current
431602022-04-27 23:50:0200000339833783393882550020.919.420.029.229.129.240211240328099162240320
431612022-04-27 23:51:0200000339833773392882260020.919.420.028.928.628.740211240328099162240320
431622022-04-27 23:52:0200000339633773392882200020.919.420.028.628.128.440211240328099162240320
431632022-04-27 23:53:0200000339633773391881870020.919.420.028.528.228.340211240328099162240320
431642022-04-27 23:54:0200000339533753390881730020.919.420.028.428.228.340211240328099162240320
431652022-04-27 23:55:0200000339533753389881510020.919.420.028.828.328.540211240328099162240320
431662022-04-27 23:56:0200000339333743389881330020.919.420.028.628.428.540211240328099162240320
431672022-04-27 23:57:0200000339333743388881230020.919.420.028.427.828.140211240328099162240320
431682022-04-27 23:58:0200000339333743388881090020.919.420.028.428.428.440211240328099162240320
431692022-04-27 23:59:0200000339233723387881000020.919.420.028.328.028.240211240328099162240320